tf.math.equal  |  TensorFlow v2.16.1 (original) (raw)

tf.math.equal

Stay organized with collections Save and categorize content based on your preferences.

Returns the truth value of (x == y) element-wise.

View aliases

Main aliases

tf.equal

Compat aliases for migration

SeeMigration guide for more details.

tf.compat.v1.equal, tf.compat.v1.math.equal

tf.math.equal(
    x, y, name=None
)

Used in the notebooks

Used in the guide Used in the tutorials
Multilayer perceptrons for digit recognition with Core APIs Distributed training with Core APIs and DTensor Extension types MinDiff Data Preparation Tutorial on Multi Armed Bandits in TF-Agents Classify Flowers with Transfer Learning Federated Learning for Image Classification Sending Different Data To Particular Clients With tff.federated_select End to end example for BigQuery TensorFlow reader

Performs a broadcast with the arguments and then an element-wise equality comparison, returning a Tensor of boolean values.

For example:

x = tf.constant([2, 4]) y = tf.constant(2) tf.math.equal(x, y) <tf.Tensor: shape=(2,), dtype=bool, numpy=array([ True, False])>

x = tf.constant([2, 4]) y = tf.constant([2, 4]) tf.math.equal(x, y) <tf.Tensor: shape=(2,), dtype=bool, numpy=array([ True, True])>

Args
x A tf.Tensor.
y A tf.Tensor.
name A name for the operation (optional).
Returns
A tf.Tensor of type bool with the same size as that of x or y.
Raises
tf.errors.InvalidArgumentError: If shapes of arguments are incompatible

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license.

Last updated 2024-04-26 UTC.